Job Description

Ads Targeting ML engineers design and implement ML systems to improve targeting products, focusing on building large-scale retrieval systems. As a senior staff engineer, you will automate targeting and deliver relevant audiences with ML-driven solutions.

Responsibilities

• Own end-to-end design and execution of ML-based targeting products
• Drive research direction and technical roadmap for complex projects
• Be a thought leader and collaborate with product managers
• Research, implement, test, and launch new model architectures
• Provide mentorship to junior MLEs
• Own offline & online experimentation of ML models
• Work on large scale data systems and product integration
• Collaborate with multiple stakeholders

Requirements

• Tech lead experience in a product ML team
• Experience with ads retrieval modeling or recommendation systems
• Experience with deep learning models for retrieval
• 8+ years of experience training, evaluating, testing, and deploying machine learning models
• 5+ years of experience building machine learning models with Tensorflow/Pytorch
• Experience with large scale data processing & pipeline orchestration tools
• Experience working with nearest-neighbor search systems is a big plus
• Experience working with cross functional stakeholders

Benefits

• No benefits